#mathematics

Every elementary function is a tree; evaluating it is next-token prediction. Autoregression is not an LLM property — it's the math's inherent shape.

Every elementary function is a binary tree built from 1 and one operator. An arXiv paper proves it — and shows what process ontology looks like when it ships.

Playing Lights Out inside Escher's distorted grid: on state spaces, impossible dimensions, and the price of working in the wrong space.